Research Catalog

Title

Bayesian inference and maximum entropy methods in science and engineering : 20th international workshop, Gif-sur-Yvette, France, 8-13 July 2000 / editor, Ali Mohammad-Djafari.

Publication

Melville, N.Y. : American Institute of Physics, 2001.

Supplementary Content

Publisher description

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Mohammad-Djafari, Ali.
• International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (20th : 2000 : Gif-sur-Yvette, France)

Description

xviii, 644 pages : illustrations; 25 cm.

Series Statement

AIP conference proceedings, 0094-243X ; v. 568

Uniform Title

AIP conference proceedings ; no. 568.

Subject

• Maximum entropy method > Congresses
• Bayesian statistical decision theory > Congresses
• Bayesian statistical decision theory > Industrial applications > Congresses
• Entropie maximale, Méthode d' > Congrès
• Statistique bayésienne > Congrès
• Statistique bayésienne > Applications industrielles > Congrès

Bibliography (note)

• Includes bibliographical references and indexes.

Additional Formats (note)

• Also available on the Internet via the World Wide Web.

Contents

Maximum Entropy from the Laws of Probability / A. J. M. Garrett -- Role and Meaning of Subjective Probability: Some Comments on Common Misconceptions / G. D'Agostini -- Algorithmic Complexity and Randomness / M. H. Partovi -- Fisher's Information and the Arrow of Time / A. Plastino, A. R. Plastino and M. Casas -- MiniMax Entropy and Maximum Likelihood: Complementarity of Tasks, Identity of Solutions / M. Grendar, Jr. and M. Grendar -- On the Foundations of Bayesianism / S. Arnborg and G. Sjodin -- Change, Time, and Information Geometry / A. Caticha -- What Is the Question that MaxEnt Answers? A Probabilistic Interpretation / M. Grendar, Jr. and M. Grendar -- Maximum Entropy, Fluctuations, and Priors / A. Caticha -- Cybernetic Systems Based on Inductive Logic / R. L. Fry -- Relating Bayesian Mixture-Model Classifiers to Other Popular Pattern Classifier / J. Center -- An Entropy Decomposition Related to Law's Mixture / M. Maurin -- Relationship between Entropies, Variance, and Fisher Information / G. R. Mohtashami Borzadaran -- Characterization of Pearsonian and Bilateral Power Series Distribution via Maximum Entropies / G. R. Mohtashami Borzadaran -- Non-equilibrium Ensembles: A Lagrangian Formalism for Classical Systems / B. Haghighi and A. Maghari -- The Quantization of the Attention Function under a Bayes Information Theoretic Model / H. P. Wynn and P. Sebastiani -- A Minimum-Entropy Estimator for Regression Problems with Unknown Distribution of Observation Errors / L. Pronzato and E. Thierry -- System Parameter Estimation in Tomographic Inverse Problems / A. Alessio, K. Sauer and A. Mohammad-Djafari -- Experimental Design to Maximize Information / P. Sebastiani and H. P. Wynn -- Image Modeling and Restoration - Information Fusion, Set-Theoretic Methods, and the Maximum Entropy Principle / P. Ishwar and P. Moulin -- Maxentropic Interpolation by Cubic Splines with Possibly Noisy Data / H. Gzyl and Y. Velasquez -- Penalized Maximum Likelihood Estimation for Univariate Normal Mixture Distributions / A. Ridolfi and J. Idier -- Generalizing the Lomb-Scargle Periodogram / G. L. Bretthorst -- Generalizing the Lomb-Scargle Periodogram - The Nonsinusoidal Case / G. L. Bretthorst -- Exact MAP States and Expectations from Perfect Sampling: Greg, Porteous, and Seheult Revisited / C. Fox and G. K. Nicholls -- Marginalization Using the Metric of Likelihood / R. Preuss and V. Dose -- MaxEnt Queries and Sequential Sampling / P. Riegler and N. Caticha -- Sampling with Connections / C. C. Rodriguez -- Distributed Estimation and Joint Probabilities Estimation by Entropy Model / B. Fassinut-Mombot, M. Zribi and J. B. Choquel -- Nonlinear Dynamical Factor Analysis / X. Giannakopoulos and H. Valpola -- Relative Entropy and Covariance Type Constraints Yielding ARMA Models / V. Girardin -- Bayesian Framework Applied to a Source Separation Problem Using a Priori Knowledge Concerning III Conditioned Mixtures Issued from an Eddy Current Sensor Response / M. Haritopoulos, Y. Naudet and A. Billat -- Source Separation as an Exercise in Logical Induction / K. H. Knuth -- MCMC Methods for Discret Source Separation / S. Senecal and P. O. Amblard -- Calculus of Variations and Regularized Autoregressive Spectral Estimation / F. Barbaresco -- Bayesian Source Separation of fMRI Signals / D. B. Rowe -- Bayesian Source Separation with Mixture of Gaussians Prior for Sources and Gaussian Prior for Mixture Coefficients / H. Snoussi and A. Mohammad-Djafari -- Feynman's Entropy and Decoherence Mechanism / Y. S. Kim -- Fractional Fourier Transform for Periodic Functions / V. Vourdas, C. C. Chang and C. Bendjaballah -- Bayesian Field Theory and Approximate Symmetries / J. C. Lemm -- Tomography Approach in Quantum Mechanics and in Classical Statistical Mechanics / V. I. Man'ko -- Maximum Entropy, Minimum Norm, and the Inference of Entangled States / M. Casas, A. Rigo and A. R. Plastino / [et al.] -- Maximum-Likelihood Method in Quantum Estimation / M. G. A. Paris, G. M. D'Ariano and M. F. Sacchi -- Fractional Fourier Transform on the Phase-Space Plane / S. Chountasis, A. Vourdas and C. Bendjaballah -- Detection of Buried Landmines Using Bayesian Model Selection / P. M. Goggans, C. R. Smith and C. J. Hickey -- A Compound Regularizer for Bayesian Restoration in Photon Imaging Systems / M. K. Nguyen, H. Guillemin and T. T. Truong / [et al.] -- Statistical Self-Calibration of SPOT Satellite Imaging Instrument / H. Carfantan, J. Idier and B. Beghin / [et al.] -- Restoration from a Multi-energy Scintigraphic Image Sequence in the Bayesian Framework / L. Eglin, M. K. Nguyen and C. Faye -- AWE Multi-axis Radiographic Facility: A Review of 3D-Reconstructions from Limited Data / T. F. Pang -- Road Extraction in Remote Sensed Images Using Stochastic Geometry Framework / R. Stoica, X. Descombes and J. Zerubia -- Contour-Based Models for 3D Binary Reconstruction in X-ray Tomography / C. Soussen and A. Mohammad-Djafari -- A Bayesian Revolution in Spectral Analysis / P. C. Gregory -- Three-Dimensional Morphologies of Planetary Nebulae / A. R. Hajian and K. H. Knuth -- A Bayesian Framework for Geometric Uncertainties Handling / K. Mekhnacha, P. Bessiere and E. Mazer -- A Bayesian Method for Pulse Shape and Energy Estimation for Gamma Spectrometry Measurements Using Semiconductor Detectors / G. Montemont, M. Arques and A. Mohammad-Djafari -- Inference-from Rossi Traces / K. M. Hanson and J. M. Booker -- Bayesian Analysis of Ion Beam Diagnostics / U. v. Toussaint, R. Fischer and V. Dose -- A Bayesian Framework for Robotic Programming / O. Lebeltel, J. Diard and P. Bessiere / [et al.].

ISBN

• 0735400040
• 9780735400047

LCCN

2001089792

OCLC

• ocm47291297
• 47291297
• SCSB-5481284

Owning Institutions

Columbia University Libraries